masked-continuity-l12-start-full-7d18a83-2681icons-9b9b1699
completed —
Measured behaviour
modelposition-marginal floor
Table view
| optimizer step | model | position-marginal floor |
|---|---|---|
| 0 | 5.1856 | 4.7865 |
| 300 | 4.3929 | 4.7865 |
| 600 | 4.2906 | 4.7865 |
| 900 | 4.2283 | 4.7865 |
| 1200 | 4.1834 | 4.7865 |
| 1500 | 4.1580 | 4.7865 |
| 1800 | 4.1412 | 4.7865 |
| 2100 | 4.1194 | 4.7865 |
| 2400 | 4.0863 | 4.7865 |
| 2700 | 4.0611 | 4.7865 |
| 3000 | 3.9855 | 4.7865 |
| 3300 | 3.8981 | 4.7865 |
| 3600 | 3.8521 | 4.7865 |
| 3900 | 3.7928 | 4.7865 |
| 4200 | 3.7661 | 4.7865 |
| 4500 | 3.7559 | 4.7865 |
| 4800 | 3.7345 | 4.7865 |
| 5100 | 3.7192 | 4.7865 |
| 5400 | 3.6831 | 4.7865 |
| 5700 | 3.7068 | 4.7865 |
| 6000 | 3.6844 | 4.7865 |
| 6300 | 3.6824 | 4.7865 |
modelposition-marginal floor
Table view
| optimizer step | model | position-marginal floor |
|---|---|---|
| 0 | 0.0479 | 0.1307 |
| 300 | 0.1318 | 0.1307 |
| 600 | 0.1469 | 0.1307 |
| 900 | 0.1463 | 0.1307 |
| 1200 | 0.1506 | 0.1307 |
| 1500 | 0.1538 | 0.1307 |
| 1800 | 0.1668 | 0.1307 |
| 2100 | 0.1662 | 0.1307 |
| 2400 | 0.1625 | 0.1307 |
| 2700 | 0.1641 | 0.1307 |
| 3000 | 0.1668 | 0.1307 |
| 3300 | 0.1678 | 0.1307 |
| 3600 | 0.1716 | 0.1307 |
| 3900 | 0.1743 | 0.1307 |
| 4200 | 0.1727 | 0.1307 |
| 4500 | 0.1759 | 0.1307 |
| 4800 | 0.1856 | 0.1307 |
| 5100 | 0.1834 | 0.1307 |
| 5400 | 0.1850 | 0.1307 |
| 5700 | 0.1904 | 0.1307 |
| 6000 | 0.1899 | 0.1307 |
| 6300 | 0.1883 | 0.1307 |
Measured result
Verbatim from the run's summary.json.
checkpoint_round_trip
true
checkpoint_sha256
f48dd00addd4f612…checks
all_valid
true
beats_copy_previous
false
config_sha256
73add6762374a1c1…continuity
copy_previous
mean_bins_off
25.64749262536873
median_bins_off
17.0
n
339
marginal
mean_bins_off
140.05162241887905
median_bins_off
138.5
n
339
model
mean_bins_off
29.13864306784661
median_bins_off
22.0
n
339
coordinate_tau
1.0
criteria
beats_copy_previous
true
require_all_valid
true
deterministic_algorithms
true
device
cuda
evaluation_icons
339
evaluation_split
validation
first_train_loss
5.011204242706299
gpu
NVIDIA GeForce RTX 4080
held_out_nll_per_masked_token
3.682448462557575
icon_presentations
100800
initial_held_out_nll
5.185607692642582
inpainting
all_valid
true
attempted
16
close_reproduction_rate
0.0
decoding
chain_order
false
greedy_for_criteria
true
iterations
8
samples
1
drop
median_rgba_mae
0.009685249485596707
exact_reproduction_rate
0.0
icons
16
marginal
helped
2
mean_recovery
-29608927.159026496
median_recovery
-1.3892468653280403
median_rgba_mae
0.026510208635923502
model
helped
1
mean_recovery
-186376636.92392704
median_recovery
-0.7598014884600544
median_rgba_mae
0.01443723901597676
paired
drop_minus_model
interval
-0.0141243645042416, 0.006982598171937068
interval_excludes_zero_above
false
mean
-0.003570883166152266
n
16
positive
1
marginal_minus_model
interval
-0.0037150367756598993, 0.010215571982026397
interval_excludes_zero_above
false
mean
0.003250267603183249
n
16
positive
11
rows_sha256
9abec9fb93470474…sheet_sha256
0b7961b9bcf64563…last_train_loss
3.5597805976867676
loss_reduction_factor
1.4081955919733404
marginal_masked_token_accuracy
0.1307154384077461
marginal_nll_per_masked_token
4.786513732286344
mask_mixture
drawn
span
100800
max_paths
2
random_rate
0.05, 0.95
span_max
1
weights
span
1.0
masked_token_accuracy
0.18827326519634213
metric_head
false
metrics_sha256
e8b53454c35c9aa9…model_parameters
530146
nll_ratio_to_marginal
0.7693383260803063
path_binding
false
predeclared_outcome
falsified
schema_version
1
selected_step
6300
sequence_length
1376
start_features
true
steps_run
6300
study_version
masked-continuity-l12-start-full
timing
peak_vram_gib
1.945967674255371
prepare_seconds
101.86072754301131
train_seconds
409.2479177750065
torch_version
2.14.0a0+4fdf77b940.nv26.08
train_icons
2681
vocabulary
418
Visual output
State transitions
- planned2026-09-21T09:32:44Z
- completed2026-09-21T09:47:45Zgiven the full budget, start features alone bring the continuity error to 29.1 bins (median 22.0) against the copy policy's 25.6 (median 17.0), held-out likelihood to 3.682 - 0.769 of the floor - and the curve is still falling at step 6,300, where the checkpoint was selected; short of the criterion by 3.5 bins on the mean
Run record
This run has no run.yaml. What follows is the identity and configuration carried by its rows in state/runs.jsonl, the append-only registry.
run_id
masked-continuity-l12-start-full-7d18a83-2681icons-9b9b1699
config
configs/learning/masked-continuity-l12-start-full.yaml
outputs
checkpoint_root
data/processed/masked-continuity-l12-start-full
report_root
reports/learning/masked-continuity-l12-start-full